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CCART
CCART
Physical Climate Risk Framework

What CCART Offers


CCART is a climate‑risk modelling platform built on open, reproducible science. We develop physics-based hazard models for India and beyond, combining historical observations, satellite data, and global climate projections.


Our work supports researchers, institutions, and practitioners who need transparent, data‑driven insights into natural catastrophe risk.


Hazard Modelling Capabilities

Rainfall Evolution

  • Daily rainfall reconstruction using CHIRPS

  • Future rainfall projections using CMIP6

  • National‑scale rainfall animations (2003–2100)

  • Climatology, anomalies, and extreme‑rainfall diagnostics

Flood Susceptibility

  • National flood‑susceptibility mapping

  • Rainfall‑conditioned flood evolution

  • Basin‑aware proxy integration

  • Reproducible workflows for regional flood analysis

Cyclone Windfield Modelling

  • Synthetic cyclone generation

  • Historical cyclone reconstruction

  • Parametric windfield modelling

  • Exposure‑aware impact estimation

Heat Hazard Mapping

  • Temperature anomaly mapping

  • Future heat‑stress projections

  • Regional diagnostics for long‑term planning

Exposure Integration

  • Population rasters

  • OSM‑based buildings and roads

  • Custom exposure layers for research and risk analysis


How CCART Platform Can be Used

CCART is designed for teams and individuals who need:

  • Hazard diagnostics for research

  • Climate‑risk insights for planning

  • Transparent, reproducible modelling workflows

  • Open data and open methods

  • Collaboration on regional or national studies

We do not offer commercial consulting. Instead, we collaborate on scientific, technical, and mission‑aligned work.


Who We Work With

  • Universities and research groups

  • Government agencies

  • Climate‑risk teams

  • NGOs and development organisations

  • Open‑source contributors

  • Independent researchers


Engage With CCART

If you’re exploring climate‑risk questions or want to build on CCART’s modelling framework, we’d be happy to connect.

  • Explore the code on GitHub

  • Reach out for collaboration

  • Follow our updates and animations

CCART is built on openness, reproducibility, and scientific honesty — and we welcome partners who share the same values.